Click on any interesting category (e.g. Sports). You'll be shown a list of accounts you may want to follow.
You can also browse by interest using the search box at the top of the Browse categories page. Type in a topic (like "comedy" or "basketball") or a descriptive phrase (such as "ballet dancer" or "comedian") and you'll see a list of account results for that search term.